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smartcat
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Amazon_Luxury_Beauty_2018

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Amazon Luxury Beauty Dataset

Directory Structure

  • metadata: Contains product information.
  • reviews: Contains user reviews about the products.
  • filtered:
    • e5-base-v2_embeddings.jsonl: Contains "asin" and "embeddings" created with e5-base-v2.
    • metadata.jsonl: Contains "asin" and "text", where text is created from the title, description, brand, main category, and category.
    • reviews.jsonl: Contains "reviewerID", "reviewTime", and "asin". Reviews are filtered to include only perfect 5-star ratings with a minimum of 5 ratings.

Usage

Download metadata 

metadata = load_dataset(path="smartcat/Amazon_Luxury_Beauty_2018", name="metadata", split="train")

Download reviews 

metadata = load_dataset(path="smartcat/Amazon_Luxury_Beauty_2018", name="reviews", split="train")

Download filtered files 

filtered_reviews = load_dataset(
    path="smartcat/Amazon_Luxury_Beauty_2018",
    data_files="filtered/reviews.jsonl",
    split="train",
)

📎 Note: You can set any file or list of files from the "filtered" directory as the "data_files" argument.
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